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The QUBES platform hosts hundreds of teaching materials, reference materials, and cloud-based software free to use and adapt using open Creative Commons licenses.

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    Introduction to R Course
    Free Introduction to R Course at DataCamp

    Keywords: Rdata scienceonline learningcoursefree

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    DataCamp
    DataCamp: The Easiest Way to Learn Data Science Online

    Keywords: statisticsRcurriculumdata visualizationdata scienceonline learningcoursemachine learningpythonlab protocol

    1306

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    50 Years of Data Science
    This paper reviews some ingredients of the current “Data Science moment”, including recent commentary about data science in the popular media, and about how/whether Data Science is really...

    Keywords: statisticsbig datadata sciencemachine learning

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    DataONE Module 01: Why Data Management?
    Trends in data collection, storage and loss, the importance and benefits of data management, and an introduction to the data life cycle.

    Keywords: moduledatain-class activityHandoutproblem setdata managementDataONE

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    DataONE Module 03: Data Management Planning
    Benefits of a data management plan (DMP), DMP components, tools for creating a DMP, NSF DMP information, and a sample DMP.

    Keywords: moduledatain-class activityHandoutproblem setdata managementDataONEPresentation

    1214

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    426

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    DataONE Module 02: Data Sharing
    Data sharing in the context of the data life cycle, the value of sharing data, concerns about sharing data, and methods and best practices for sharing data.

    Keywords: Data Discovery RCNmoduledatain-class activityHandoutproblem setdata managementDataONEPresentation

    1063

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    376

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    Questions For Biology: Concept Inventories for Biological Concepts
    The Questions For Biology (Q4B) team aims to create validated concept inventories for use in diagnosing student misconceptions, informing teaching practices and tracking learning gains across a...

    Keywords: assessmentConcept inventoriesconcept inventory

    1101

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    245

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    ModelSim Population Biology Unit
    This resource provides rich student modeling activities and materials, teacher resources, and much more, in the realm of agent based models applied to population biology.

    Keywords: modelingsimulationmoduleEvolutioncase studycurriculumagent-based modelpopulation modeldemonstrationin-class activityPresentation

    1211

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    211

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    Statistical Exploration of Climate Data
    In this module the students will learn some basic concepts in statistical thinking about data, with emphasis on exploratory data analysis.

    Keywords: modulelinear regressioncase studyclimate datamoving averagesin-class activity

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    Java Applets for Power and Sample Size
    This is a Java application that allows you to do power and sample-size calculations for a number of standard statistical models.

    Keywords: statisticspowerstatistical powersample sizeeffect sizestatistical tests

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    Statistics for Biologists
    There is no disputing the importance of statistical analysis in biological research, but too often it is considered only after an experiment is completed, when it may be too late.

    Keywords: statisticsdata analysisexperimental design

    954

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    192

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    Tools: New tools for new science
    A collection of computational, modeling and data analysis tools developed at Microsoft Research Labs.

    Keywords: modelingdata analysisdatacomputational toolsdata visualization

    961

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    196

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    Do Cell Phones Cause Brain Tumors?
    This YouTube video talks about whether there is a causal relationship between cellphone usage and brain cancer.

    Keywords: Presentation

    708

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    118

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    BIO103R: Bio 103 and 104 Labs in R at URI
    GitHub repository for Bio 103 and 104 Labs in R at University of Rhode Island

    Keywords: R

    1359

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    154

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    BIO 181G: The information age
    Course materials for BIO181G: The information age

    Keywords: Rbig datainterdisciplarycourse

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    180

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    Citations
    Published Avida-Ed article

    Keywords: EvolutioncurriculumSelectionDigital Organisms

    1058

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    179

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    Marriage Model (with errors)
    Marriage age model for use with NetLogo and ABM material

    Keywords: computational modelagent-based modelsocial networksmarriageChapter 6Chapter 6.5

    1076

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    293

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    Mutation and Selection: An Exploration of Antibiotic Resistance in Serratia Marcescens
    This laboratory module gives students hands-on experience with mutation and selection in bacteria.

    Keywords: moduleinquiry labsmutationartificial selectionbacteriain-class activityHandoutlab protocolResources @ QUBES - Teaching & Referenceantibiotic-resistance

    1193

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    217

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    Avida-ED
    Avida-ED is an award-winning educational application developed at Michigan State University for undergraduate biology courses to help students learn about evolution and scientific method.

    Keywords: simulationEvolutionbiologyscientific methodResources @ QUBES - Softwaredigitalhypotheses

    2627

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    415

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    Facial Bones
    Information about the many different facial bones.

    Keywords: Human PhysiologyResources @ QUBES - Teaching & ReferenceAnatomy

    2459

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    204

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